Simon Janssen
Simon Janssen· CTO at HappyNurse · UK AI Exposure Map 2026
Construction

Carpenters and Joiners and AI

Low exposureAI score 2/10 · Construction
2out of 10
JPE Score
Median salary
£32K
ASHE 2024
Forecast 2030
-10% to 0%
Employment
176K
ONS APS 2025
Employment growth 2021-2025 (ONS APS)
-17%
Forecast trend 2025-2030
stable
Part-time
7%
Sector
Construction

Exposure scores

JPE (Practical Exposure)2/10 — Low exposure
Employment growth 2021-2025 (ONS APS)-17%

AI exposure explained

What does an AI score of 2/10 mean?

Interpretation

Low exposure — AI is unlikely to significantly change this occupation in the near term.

Carpenters and Joiners has low AI exposure, meaning most tasks require physical presence, interpersonal skills, or tacit knowledge that AI cannot automate in the near term.


Forecast 2030

What changes for Carpenters and Joiners?

Expected employment change, 2025 to 2030
-10% to 0%
Midpoint -3% · Stable: invest in AI skills
Basenational projection, without AI-3%
Base + AIJPE 2/10: 0%-3%
Base + AI + roboticsno robotics effect before 2030-3%
Rows add up: the bottom row is the forecast.

The forecast starts from the national projection per occupational group and adds AI and robotics as separate layers. The band of -10% to 0% matters more than the midpoint.

Sources: base DfE Labour market and skills projections 2020 to 2035 (Working Futures), baseline · jobs, part-time and female share: ONS Annual Population Survey (Nomis NM_218_1), 2025 · salary: ASHE 2024. Working Futures differentiates growth only at the level of 26 occupational sub-major groups; the AI and robotics layers refine per occupation.

Read the methodology →


Simon Janssen
The person behind this map

I build with AI. And I track what it does to work.

I'm Simon Janssen, CTO and management board member at HappyNurse. This map shows, occupation by occupation, what AI does to work, based on official labour-market data rather than hype. On LinkedIn I share what I see as a CTO: what AI is already taking over, what it isn't, and what that means for people.


Sector context

Construction and AI

Carpenters and Joiners belongs to the Construction sector. This sector has an education level index of 2/4, indicating moderate formal education requirements. Occupations in Construction with high AI exposure tend to remain relatively stable as the work relies primarily on physical, interpersonal, or contextual skills.


AI tools

Which AI tools are already making an impact?

ChatGPT

Career outlook

AI as an asset

This occupation is not directly threatened by AI. The smartest move is to learn the AI tools that strengthen your work: not because you have to, but because it makes you more productive and valuable.


Personal development

Personal development plan

Based on your sector (Construction) and AI exposure level, here are three concrete steps to future-proof your career.

Use AI for project estimation and bidding

AI-based estimates reduce cost overruns by 20-30%

→ Procore, Autodesk Construction Cloud
Adopt AI safety monitoring on-site

Computer vision detects hazards before incidents happen

→ Smartvid.io, OpenSpace
Integrate AI with BIM models

AI catches design conflicts and optimises material use early

→ Autodesk Construction Cloud, Revit

Related occupations

Similar occupations on the map

Plumbers and Heating Engineers
AI 2.5/10·-3% 2030
Construction
Bricklayers and Masons
AI 1.5/10·-3% 2030
Construction
Physiotherapists
AI 3.5/10·+5% 2030
Healthcare
Midwives
AI 3.5/10·+5% 2030
Healthcare

International

This occupation in other countries

🇺🇸Carpenters
AI 2/10Carpenters
🇩🇪Tischler/innen und Schreiner/innen
AI 2/10Carpenters & Joiners
🇫🇷Menuisiers
AI 2/10Carpenters

About this analysis

AI scores are LLM-estimated using the same methodology as the Dutch AI Exposure Map, making scores directly comparable across countries. Where shown, the Felten AIOE score is an academic reference. Job counts, growth 2021-2025, part-time and female share from the ONS Annual Population Survey (Nomis NM_218_1), SOC 2020; salaries from ASHE 2024 (an estimate where ASHE has no figure). The 2030 forecast (JPE-prognose v3) starts from the DfE Working Futures baseline and adds separate AI and robotics layers. These are modelled scenarios, not predictions. A high AI score does not automatically mean job loss. All data CC BY 4.0.

Full methodology, sources and download →


Explore more

View all UK occupations on the map →Take the full career scan →

Share this analysis